aws_sdk_sagemaker::types::builders

Struct ClusterInstanceGroupSpecificationBuilder

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#[non_exhaustive]
pub struct ClusterInstanceGroupSpecificationBuilder { /* private fields */ }
Expand description

A builder for ClusterInstanceGroupSpecification.

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impl ClusterInstanceGroupSpecificationBuilder

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pub fn instance_count(self, input: i32) -> Self

Specifies the number of instances to add to the instance group of a SageMaker HyperPod cluster.

This field is required.
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pub fn set_instance_count(self, input: Option<i32>) -> Self

Specifies the number of instances to add to the instance group of a SageMaker HyperPod cluster.

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pub fn get_instance_count(&self) -> &Option<i32>

Specifies the number of instances to add to the instance group of a SageMaker HyperPod cluster.

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pub fn instance_group_name(self, input: impl Into<String>) -> Self

Specifies the name of the instance group.

This field is required.
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pub fn set_instance_group_name(self, input: Option<String>) -> Self

Specifies the name of the instance group.

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pub fn get_instance_group_name(&self) -> &Option<String>

Specifies the name of the instance group.

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pub fn instance_type(self, input: ClusterInstanceType) -> Self

Specifies the instance type of the instance group.

This field is required.
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pub fn set_instance_type(self, input: Option<ClusterInstanceType>) -> Self

Specifies the instance type of the instance group.

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pub fn get_instance_type(&self) -> &Option<ClusterInstanceType>

Specifies the instance type of the instance group.

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pub fn life_cycle_config(self, input: ClusterLifeCycleConfig) -> Self

Specifies the LifeCycle configuration for the instance group.

This field is required.
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pub fn set_life_cycle_config( self, input: Option<ClusterLifeCycleConfig>, ) -> Self

Specifies the LifeCycle configuration for the instance group.

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pub fn get_life_cycle_config(&self) -> &Option<ClusterLifeCycleConfig>

Specifies the LifeCycle configuration for the instance group.

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pub fn execution_role(self, input: impl Into<String>) -> Self

Specifies an IAM execution role to be assumed by the instance group.

This field is required.
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pub fn set_execution_role(self, input: Option<String>) -> Self

Specifies an IAM execution role to be assumed by the instance group.

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pub fn get_execution_role(&self) -> &Option<String>

Specifies an IAM execution role to be assumed by the instance group.

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pub fn threads_per_core(self, input: i32) -> Self

Specifies the value for Threads per core. For instance types that support multithreading, you can specify 1 for disabling multithreading and 2 for enabling multithreading. For instance types that doesn't support multithreading, specify 1. For more information, see the reference table of CPU cores and threads per CPU core per instance type in the Amazon Elastic Compute Cloud User Guide.

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pub fn set_threads_per_core(self, input: Option<i32>) -> Self

Specifies the value for Threads per core. For instance types that support multithreading, you can specify 1 for disabling multithreading and 2 for enabling multithreading. For instance types that doesn't support multithreading, specify 1. For more information, see the reference table of CPU cores and threads per CPU core per instance type in the Amazon Elastic Compute Cloud User Guide.

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pub fn get_threads_per_core(&self) -> &Option<i32>

Specifies the value for Threads per core. For instance types that support multithreading, you can specify 1 for disabling multithreading and 2 for enabling multithreading. For instance types that doesn't support multithreading, specify 1. For more information, see the reference table of CPU cores and threads per CPU core per instance type in the Amazon Elastic Compute Cloud User Guide.

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pub fn instance_storage_configs( self, input: ClusterInstanceStorageConfig, ) -> Self

Appends an item to instance_storage_configs.

To override the contents of this collection use set_instance_storage_configs.

Specifies the additional storage configurations for the instances in the SageMaker HyperPod cluster instance group.

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pub fn set_instance_storage_configs( self, input: Option<Vec<ClusterInstanceStorageConfig>>, ) -> Self

Specifies the additional storage configurations for the instances in the SageMaker HyperPod cluster instance group.

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pub fn get_instance_storage_configs( &self, ) -> &Option<Vec<ClusterInstanceStorageConfig>>

Specifies the additional storage configurations for the instances in the SageMaker HyperPod cluster instance group.

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pub fn on_start_deep_health_checks(self, input: DeepHealthCheckType) -> Self

Appends an item to on_start_deep_health_checks.

To override the contents of this collection use set_on_start_deep_health_checks.

A flag indicating whether deep health checks should be performed when the cluster instance group is created or updated.

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pub fn set_on_start_deep_health_checks( self, input: Option<Vec<DeepHealthCheckType>>, ) -> Self

A flag indicating whether deep health checks should be performed when the cluster instance group is created or updated.

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pub fn get_on_start_deep_health_checks( &self, ) -> &Option<Vec<DeepHealthCheckType>>

A flag indicating whether deep health checks should be performed when the cluster instance group is created or updated.

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pub fn training_plan_arn(self, input: impl Into<String>) -> Self

The Amazon Resource Name (ARN); of the training plan to use for this cluster instance group.

For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see CreateTrainingPlan .

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pub fn set_training_plan_arn(self, input: Option<String>) -> Self

The Amazon Resource Name (ARN); of the training plan to use for this cluster instance group.

For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see CreateTrainingPlan .

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pub fn get_training_plan_arn(&self) -> &Option<String>

The Amazon Resource Name (ARN); of the training plan to use for this cluster instance group.

For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see CreateTrainingPlan .

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pub fn override_vpc_config(self, input: VpcConfig) -> Self

To configure multi-AZ deployments, customize the Amazon VPC configuration at the instance group level. You can specify different subnets and security groups across different AZs in the instance group specification to override a SageMaker HyperPod cluster's default Amazon VPC configuration. For more information about deploying a cluster in multiple AZs, see Setting up SageMaker HyperPod clusters across multiple AZs.

When your Amazon VPC and subnets support IPv6, network communications differ based on the cluster orchestration platform:

  • Slurm-orchestrated clusters automatically configure nodes with dual IPv6 and IPv4 addresses, allowing immediate IPv6 network communications.

  • In Amazon EKS-orchestrated clusters, nodes receive dual-stack addressing, but pods can only use IPv6 when the Amazon EKS cluster is explicitly IPv6-enabled. For information about deploying an IPv6 Amazon EKS cluster, see Amazon EKS IPv6 Cluster Deployment.

Additional resources for IPv6 configuration:

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pub fn set_override_vpc_config(self, input: Option<VpcConfig>) -> Self

To configure multi-AZ deployments, customize the Amazon VPC configuration at the instance group level. You can specify different subnets and security groups across different AZs in the instance group specification to override a SageMaker HyperPod cluster's default Amazon VPC configuration. For more information about deploying a cluster in multiple AZs, see Setting up SageMaker HyperPod clusters across multiple AZs.

When your Amazon VPC and subnets support IPv6, network communications differ based on the cluster orchestration platform:

  • Slurm-orchestrated clusters automatically configure nodes with dual IPv6 and IPv4 addresses, allowing immediate IPv6 network communications.

  • In Amazon EKS-orchestrated clusters, nodes receive dual-stack addressing, but pods can only use IPv6 when the Amazon EKS cluster is explicitly IPv6-enabled. For information about deploying an IPv6 Amazon EKS cluster, see Amazon EKS IPv6 Cluster Deployment.

Additional resources for IPv6 configuration:

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pub fn get_override_vpc_config(&self) -> &Option<VpcConfig>

To configure multi-AZ deployments, customize the Amazon VPC configuration at the instance group level. You can specify different subnets and security groups across different AZs in the instance group specification to override a SageMaker HyperPod cluster's default Amazon VPC configuration. For more information about deploying a cluster in multiple AZs, see Setting up SageMaker HyperPod clusters across multiple AZs.

When your Amazon VPC and subnets support IPv6, network communications differ based on the cluster orchestration platform:

  • Slurm-orchestrated clusters automatically configure nodes with dual IPv6 and IPv4 addresses, allowing immediate IPv6 network communications.

  • In Amazon EKS-orchestrated clusters, nodes receive dual-stack addressing, but pods can only use IPv6 when the Amazon EKS cluster is explicitly IPv6-enabled. For information about deploying an IPv6 Amazon EKS cluster, see Amazon EKS IPv6 Cluster Deployment.

Additional resources for IPv6 configuration:

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pub fn scheduled_update_config(self, input: ScheduledUpdateConfig) -> Self

The configuration object of the schedule that SageMaker uses to update the AMI.

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pub fn set_scheduled_update_config( self, input: Option<ScheduledUpdateConfig>, ) -> Self

The configuration object of the schedule that SageMaker uses to update the AMI.

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pub fn get_scheduled_update_config(&self) -> &Option<ScheduledUpdateConfig>

The configuration object of the schedule that SageMaker uses to update the AMI.

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pub fn build(self) -> ClusterInstanceGroupSpecification

Consumes the builder and constructs a ClusterInstanceGroupSpecification.

Trait Implementations§

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impl Clone for ClusterInstanceGroupSpecificationBuilder

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fn clone(&self) -> ClusterInstanceGroupSpecificationBuilder

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ClusterInstanceGroupSpecificationBuilder

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for ClusterInstanceGroupSpecificationBuilder

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fn default() -> ClusterInstanceGroupSpecificationBuilder

Returns the “default value” for a type. Read more
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impl PartialEq for ClusterInstanceGroupSpecificationBuilder

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fn eq(&self, other: &ClusterInstanceGroupSpecificationBuilder) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl StructuralPartialEq for ClusterInstanceGroupSpecificationBuilder

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